ICCV

Competitive Distillation: A Simple Learning Strategy for Improving Visual Classification

Daqian Shi, Xiaolei Diao, Xu Chen, Cédric M. John

机构 * Digital Environment Research Institute (DERI), Queen Mary University of London（女王玛丽大学数字环境研究所） ； School of Electronic Engineering and Computer Science, Queen Mary University of London（女王玛丽大学电子工程与计算机科学学院） 纠错

Comments Accepted by ICCV 2025

VolumetricSMPL: A Neural Volumetric Body Model for Efficient Interactions, Contacts, and Collisions

Marko Mihajlovic, Siwei Zhang, Gen Li, Kaifeng Zhao, Lea Müller, Siyu Tang

机构 * ETH Zürich（苏黎世联邦理工学院） ； UC Berkeley（伯克利大学） 纠错

Comments [ICCV 2025] https://markomih.github.io/VolumetricSMPL

UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding

Jie Feng, Shengyuan Wang, Tianhui Liu, Yanxin Xi, Yong Li

机构 * Department of Electronic Engineering, BNRist, Tsinghua University, Beijing, China（电子工程系，北京理工大学，清华大学，北京，中国） ； Department of Computer Science and Technology, Tsinghua University, Beijing, China（计算机科学与技术系，清华大学，北京，中国） ； School of Electronic and Information Engineering, Beijing Jiaotong University, China（电子与信息工程学院，北京交通大学，中国） ； University of Helsinki, Finland（赫尔辛基大学，芬兰） 纠错

Comments Accepted by ICCV 2025

MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation

Vladislav Bargatin, Egor Chistov, Alexander Yakovenko, Dmitriy Vatolin

机构 * Lomonosov Moscow State University（罗蒙诺索夫莫斯科国立大学） ； MSU Institute for Artificial Intelligence（莫斯科大学人工智能研究所） 纠错

Comments Accepted at ICCV 2025

Where, What, Why: Towards Explainable Driver Attention Prediction

Yuchen Zhou, Jiayu Tang, Xiaoyan Xiao, Yueyao Lin, Linkai Liu, Zipeng Guo, Hao Fei, Xiaobo Xia, Chao Gou

机构 * Sun Yat-sen University（中山大学） ； National University of Singapore（新加坡国立大学） 纠错

Comments Accepted by ICCV 2025

Learning Counterfactually Decoupled Attention for Open-World Model Attribution

Yu Zheng, Boyang Gong, Fanye Kong, Yueqi Duan, Bingyao Yu, Wenzhao Zheng, Lei Chen, Jiwen Lu, Jie Zhou

机构 * Tsinghua University（清华大学） 纠错

Comments Accepted by ICCV 2025. Code: \url{https://github.com/yzheng97/CDAL}

From Coarse to Fine: Learnable Discrete Wavelet Transforms for Efficient 3D Gaussian Splatting

Hung Nguyen, An Le, Runfa Li, Truong Nguyen

机构 * Video Processing Lab, UC San Diego（UC San Diego视频处理实验室） 纠错

Comments Accepted to ICCV Workshop

VoteSplat: Hough Voting Gaussian Splatting for 3D Scene Understanding

Minchao Jiang, Shunyu Jia, Jiaming Gu, Xiaoyuan Lu, Guangming Zhu, Anqi Dong, Liang Zhang

机构 * School of Computer Science and Technology, Xidian University（西安电子科技大学计算机科学与技术学院） ； Algorithm R&D Center, Qing Yi (Shanghai)（清一（上海）算法研发中心） ； Shanghai Pudong Cryptography Research Institute（上海浦东密码研究院） ； Division of Decision and Control Systems and Department of Mathematics, KTH Royal Institute of Technology（皇家理工学院决策与控制系统系和数学系） 纠错

Comments Accepted to ICCV 2025

RoboPearls: Editable Video Simulation for Robot Manipulation

Tao Tang, Likui Zhang, Youpeng Wen, Kaidong Zhang, Jia-Wang Bian, xia zhou, Tianyi Yan, Kun Zhan, Peng Jia, Hefeng Wu, Liang Lin, Xiaodan Liang

机构 * Shenzhen Campus of Sun Yat-sen University（中山大学深圳校区） ； Sun Yat-sen University（中山大学） ； Bytedance Seed（字节跳动种子） ； Li Auto Inc.（李自动公司） 纠错

Comments ICCV 2025

Deterministic Object Pose Confidence Region Estimation

Jinghao Wang, Zhang Li, Zi Wang, Banglei Guan, Yang Shang, Qifeng Yu

机构 * National University of Defense Technology（国防科技大学） 纠错

Comments Accepted by ICCV 2025

LightBSR: Towards Lightweight Blind Super-Resolution via Discriminative Implicit Degradation Representation Learning

Jiang Yuan, JI Ma, Bo Wang, Guanzhou Ke, Weiming Hu

机构 * State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences（多模态人工智能系统国家重点实验室，中国科学院自动化研究所） ； North China Electric Power University（华北电力大学） ； Beijing Jiaotong University（北京交通大学） ； YunQue AGI, Hangzhou, China（云阙AGI，杭州，中国） 纠错

Journal ref International Conference on Computer Vision (ICCV) 2025

Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy

Wei Junhao, Yu Zhe, Sakuma Jun

机构 * RIKEN AIP（日本理化学研究所高级研究所） ； Institute of Science Tokyo China（东京中国科学研究所） ； Institute of Science Tokyo Japan（东京日本科学研究所） 纠错

Comments Accepted by ICCV 2025

Emulating Self-attention with Convolution for Efficient Image Super-Resolution

Dongheon Lee, Seokju Yun, Youngmin Ro

机构 * Machine Intelligence Laboratory, University of Seoul（首尔大学人工智能实验室） 纠错

Comments ICCV 2025

CarGait: Cross-Attention based Re-ranking for Gait recognition

Gavriel Habib, Noa Barzilay, Or Shimshi, Rami Ben-Ari, Nir Darshan

机构 * OriginAI 纠错

Comments Accepted to ICCV 2025

OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models

Gaojie Lin, Jianwen Jiang, Jiaqi Yang, Zerong Zheng, Chao Liang

机构 * ByteDance（字节跳动） 纠错

Comments ICCV 2025, Homepage: https://omnihuman-lab.github.io/

FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers

Renshan Zhang, Rui Shao, Gongwei Chen, Miao Zhang, Kaiwen Zhou, Weili Guan, Liqiang Nie

机构 * Harbin Institute of Technology, Shenzhen（哈尔滨工业大学（深圳）） 纠错

Comments Accepted to the IEEE/CVF International Conference on Computer Vision (ICCV) 2025

General Compression Framework for Efficient Transformer Object Tracking

Lingyi Hong, Jinglun Li, Xinyu Zhou, Shilin Yan, Pinxue Guo, Kaixun Jiang, Zhaoyu Chen, Shuyong Gao, Runze Li, Xingdong Sheng, Wei Zhang, Hong Lu, Wenqiang Zhang

机构 * Shanghai Key Lab of Intelligent Information Processing, College of Computer Science and Artificial Intelligence, Fudan University（上海智能信息处理关键实验室，计算机科学与人工智能学院，复旦大学） ； College of Intelligent Robotics and Advanced Manufacturing, Fudan University（智能机器人与先进制造学院，复旦大学） ； Lenovo Research（联想研究） 纠错

Comments Accepted to ICCV 2025

The Spatio-Temporal Poisson Point Process: A Simple Model for the Alignment of Event Camera Data

Cheng Gu, Erik Learned-Miller, Daniel Sheldon, Guillermo Gallego, Pia Bideau

Journal ref IEEE/CVF International Conference on Computer Vision (ICCV), 2021

Event-Based Motion Segmentation by Motion Compensation

Timo Stoffregen, Guillermo Gallego, Tom Drummond, Lindsay Kleeman, Davide Scaramuzza

Comments When viewed in Acrobat Reader, several of the figures animate. Video: https://youtu.be/0q6ap_OSBAk

Journal ref IEEE/CVF International Conference on Computer Vision (ICCV), 2019

Exploiting Vision Language Model for Training-Free 3D Point Cloud OOD Detection via Graph Score Propagation

Tiankai Chen, Yushu Li, Adam Goodge, Fei Teng, Xulei Yang, Tianrui Li, Xun Xu

机构 * School of Computing and Artificial Intelligence,Southwest Jiaotong University（计算机与人工智能学院，西南交通大学） ； South China University of Technology（华南理工大学） ； Institute for infocomm research, A*STAR（信息通信研究所，A*STAR） 纠错

Comments Accepted by ICCV 2025

EAMamba: Efficient All-Around Vision State Space Model for Image Restoration

Yu-Cheng Lin, Yu-Syuan Xu, Hao-Wei Chen, Hsien-Kai Kuo, Chun-Yi Lee

机构 * National Tsing Hua University（国立清华大学） ； National Taiwan University（国立台湾大学） ； MediaTek Inc.（联发科技） 纠错

Comments ICCV 2025

Frequency-Semantic Enhanced Variational Autoencoder for Zero-Shot Skeleton-based Action Recognition

Wenhan Wu, Zhishuai Guo, Chen Chen, Hongfei Xue, Aidong Lu

Comments Accepted to ICCV 2025

Single-Scanline Relative Pose Estimation for Rolling Shutter Cameras

Petr Hruby, Marc Pollefeys

Comments ICCV 2025, 15 pages, 5 figures, 12 tables

ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation

Xiwei Xuan, Ziquan Deng, Kwan-Liu Ma

机构 * University of California, Davis（加州大学戴维斯分校） 纠错

Comments Accepted to ICCV 2025

PhysRig: Differentiable Physics-Based Skinning and Rigging Framework for Realistic Articulated Object Modeling

Hao Zhang, Haolan Xu, Chun Feng, Varun Jampani, Narendra Ahuja

机构 * University of Illinois Urbana Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

Comments Accepted by ICCV 2025 Page: https://physrig.github.io/

A Hyperdimensional One Place Signature to Represent Them All: Stackable Descriptors For Visual Place Recognition

Connor Malone, Somayeh Hussaini, Tobias Fischer, Michael Milford

机构 * QUT Centre for Robotics（昆士兰理工大学机器人中心） ； Queensland University of Technology（昆士兰理工大学） 纠错

Comments Accepted into ICCV 2025

ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment

Yangyu Huang, Hao Yang, Chong Li, Jongyoo Kim, Fangyun Wei

Comments Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021 (ICCV 2021)

ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers

Nicholas S. DiBrita, Jason Han, Tirthak Patel

机构 * Rice University（里士大学） 纠错

Comments ResQ will appear in the Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2025

TITAN: Query-Token based Domain Adaptive Adversarial Learning

Tajamul Ashraf, Janibul Bashir

机构 * MBZUAI Masdar City（MBZUAI马斯达尔城） ； National Institute of Technology Srinagar（斋普尔国家理工学院） 纠错

Comments ICCV 2025

Global and Local Entailment Learning for Natural World Imagery

Srikumar Sastry, Aayush Dhakal, Eric Xing, Subash Khanal, Nathan Jacobs

机构 * Washington University in St. Louis（圣路易斯华盛顿大学） 纠错

Comments Accepted at ICCV 2025